Name: Peter St. John
Type: User
Company: @NVIDIA
Bio: Machine Learning Engineer (Autonomous Vehicles) at NVIDIA. Ex-project lead and senior scientist at the National Renewable Energy Laboratory.
Location: Golden, CO
Blog: pcstj.com/cv/
I'm currently working on graph convolutional neural networks for organic and inorganic material design, as well as reinforcement learning methods for generating new candidates. Follow my progress here:
I'm also interested in developing interactive ML tools in the computational chemistry space. See them here:
productivity-maximization
Source code to produce figures for an upcoming manuscript on maximizing productivity in batch cultures
pstjohn
Profile README
pstjohn.github.io
placeholder home page
pycwt
Continuous wavelet transform module for Python. Includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. This module references to the numpy, scipy and pylab Python packages.
pyefm
A collection of routines for calculating elementary flux modes and minimum cut sets for cobra models
pykalman
Kalman Filter, Smoother, and EM Algorithm for Python
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pytorch_cluster-feedstock
A conda-smithy repository for pytorch_cluster.
rdkit
The official sources for the RDKit library
rdkit-feedstock
A conda-smithy repository for rdkit.
redox-model-scripts
scripts used to train the models in pstjohn/redox-models
redox-models
Models and data for predicting stability and redox potential of organic radicals
reveal.js
The HTML Presentation Framework
rmnp_data_extraction
Scripts for extracting and analyzing campsite reservations in Rocky Mountain National Park
rustlings
:crab: Small exercises to get you used to reading and writing Rust code!
scikit-cuda
Python interface to GPU-powered libraries
scikit-learn
scikit-learn: machine learning in Python
seaborn
Statistical data visualization using matplotlib
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
sphinx-autosummary-recursion
Demonstrating the new automatic package recursion facility in sphinx.ext.autosummary version 3.1
spin_gnn
Code for building a graph neural network to predict atom spin
staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
styles
Official repository for Citation Style Language (CSL) citation styles.
svg-crowbar
Extracts an SVG node and accompanying styles from an HTML document and allows you to download it all as an SVG file.
tensorflow
An Open Source Machine Learning Framework for Everyone
thesis
Latex source files for my PhD thesis
torch_gvp
torchdrug
A powerful and flexible machine learning platform for drug discovery
uniparc_modeling
vscode-pytest-demo
Basic repo with pytests
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
